Mini Shell
"""
Redis Backends
------------------
Provides backends for talking to `Redis <http://redis.io>`_.
"""
import typing
import warnings
from ..api import BytesBackend
from ..api import NO_VALUE
if typing.TYPE_CHECKING:
import redis
else:
# delayed import
redis = None # noqa F811
__all__ = ("RedisBackend", "RedisSentinelBackend", "RedisClusterBackend")
class RedisBackend(BytesBackend):
r"""A `Redis <http://redis.io/>`_ backend, using the
`redis-py <http://pypi.python.org/pypi/redis/>`_ driver.
Example configuration::
from dogpile.cache import make_region
region = make_region().configure(
'dogpile.cache.redis',
arguments = {
'host': 'localhost',
'port': 6379,
'db': 0,
'redis_expiration_time': 60*60*2, # 2 hours
'distributed_lock': True,
'thread_local_lock': False
}
)
Arguments accepted in the arguments dictionary:
:param url: string. If provided, will override separate
host/username/password/port/db params. The format is that accepted by
``StrictRedis.from_url()``.
:param host: string, default is ``localhost``.
:param username: string, default is no username.
.. versionadded:: 1.3.1
:param password: string, default is no password.
:param port: integer, default is ``6379``.
:param db: integer, default is ``0``.
:param redis_expiration_time: integer, number of seconds after setting
a value that Redis should expire it. This should be larger than dogpile's
cache expiration. By default no expiration is set.
:param distributed_lock: boolean, when True, will use a
redis-lock as the dogpile lock. Use this when multiple processes will be
talking to the same redis instance. When left at False, dogpile will
coordinate on a regular threading mutex.
:param lock_timeout: integer, number of seconds after acquiring a lock that
Redis should expire it. This argument is only valid when
``distributed_lock`` is ``True``.
:param socket_timeout: float, seconds for socket timeout.
Default is None (no timeout).
:param socket_connect_timeout: float, seconds for socket connection
timeout. Default is None (no timeout).
.. versionadded:: 1.3.2
:param socket_keepalive: boolean, when True, socket keepalive is enabled.
Default is False.
.. versionadded:: 1.3.2
:param socket_keepalive_options: dict, socket keepalive options.
Default is None (no options).
.. versionadded:: 1.3.2
:param lock_sleep: integer, number of seconds to sleep when failed to
acquire a lock. This argument is only valid when
``distributed_lock`` is ``True``.
:param connection_pool: ``redis.ConnectionPool`` object. If provided,
this object supersedes other connection arguments passed to the
``redis.StrictRedis`` instance, including url and/or host as well as
socket_timeout, and will be passed to ``redis.StrictRedis`` as the
source of connectivity.
:param thread_local_lock: bool, whether a thread-local Redis lock object
should be used. This is the default, but is not compatible with
asynchronous runners, as they run in a different thread than the one
used to create the lock.
:param connection_kwargs: dict, additional keyword arguments are passed
along to the
``StrictRedis.from_url()`` method or ``StrictRedis()`` constructor
directly, including parameters like ``ssl``, ``ssl_certfile``,
``charset``, etc.
.. versionadded:: 1.1.6
"""
def __init__(self, arguments):
arguments = arguments.copy()
self._imports()
self.url = arguments.pop("url", None)
self.host = arguments.pop("host", "localhost")
self.username = arguments.pop("username", None)
self.password = arguments.pop("password", None)
self.port = arguments.pop("port", 6379)
self.db = arguments.pop("db", 0)
self.distributed_lock = arguments.pop("distributed_lock", False)
self.socket_timeout = arguments.pop("socket_timeout", None)
self.socket_connect_timeout = arguments.pop(
"socket_connect_timeout", None
)
self.socket_keepalive = arguments.pop("socket_keepalive", False)
self.socket_keepalive_options = arguments.pop(
"socket_keepalive_options", None
)
self.lock_timeout = arguments.pop("lock_timeout", None)
self.lock_sleep = arguments.pop("lock_sleep", 0.1)
self.thread_local_lock = arguments.pop("thread_local_lock", True)
self.connection_kwargs = arguments.pop("connection_kwargs", {})
if self.distributed_lock and self.thread_local_lock:
warnings.warn(
"The Redis backend thread_local_lock parameter should be "
"set to False when distributed_lock is True"
)
self.redis_expiration_time = arguments.pop("redis_expiration_time", 0)
self.connection_pool = arguments.pop("connection_pool", None)
self._create_client()
def _imports(self):
# defer imports until backend is used
global redis
import redis # noqa
def _create_client(self):
if self.connection_pool is not None:
# the connection pool already has all other connection
# options present within, so here we disregard socket_timeout
# and others.
self.writer_client = redis.StrictRedis(
connection_pool=self.connection_pool
)
self.reader_client = self.writer_client
else:
args = {}
args.update(self.connection_kwargs)
if self.socket_timeout is not None:
args["socket_timeout"] = self.socket_timeout
if self.socket_connect_timeout is not None:
args["socket_connect_timeout"] = self.socket_connect_timeout
if self.socket_keepalive:
args["socket_keepalive"] = True
if self.socket_keepalive_options is not None:
args[
"socket_keepalive_options"
] = self.socket_keepalive_options
if self.url is not None:
args.update(url=self.url)
self.writer_client = redis.StrictRedis.from_url(**args)
self.reader_client = self.writer_client
else:
args.update(
host=self.host,
username=self.username,
password=self.password,
port=self.port,
db=self.db,
)
self.writer_client = redis.StrictRedis(**args)
self.reader_client = self.writer_client
def get_mutex(self, key):
if self.distributed_lock:
return _RedisLockWrapper(
self.writer_client.lock(
"_lock{0}".format(key),
timeout=self.lock_timeout,
sleep=self.lock_sleep,
thread_local=self.thread_local_lock,
)
)
else:
return None
def get_serialized(self, key):
value = self.reader_client.get(key)
if value is None:
return NO_VALUE
return value
def get_serialized_multi(self, keys):
if not keys:
return []
values = self.reader_client.mget(keys)
return [v if v is not None else NO_VALUE for v in values]
def set_serialized(self, key, value):
if self.redis_expiration_time:
self.writer_client.setex(key, self.redis_expiration_time, value)
else:
self.writer_client.set(key, value)
def set_serialized_multi(self, mapping):
if not self.redis_expiration_time:
self.writer_client.mset(mapping)
else:
pipe = self.writer_client.pipeline()
for key, value in mapping.items():
pipe.setex(key, self.redis_expiration_time, value)
pipe.execute()
def delete(self, key):
self.writer_client.delete(key)
def delete_multi(self, keys):
self.writer_client.delete(*keys)
class _RedisLockWrapper:
__slots__ = ("mutex", "__weakref__")
def __init__(self, mutex: typing.Any):
self.mutex = mutex
def acquire(self, wait: bool = True) -> typing.Any:
return self.mutex.acquire(blocking=wait)
def release(self) -> typing.Any:
return self.mutex.release()
def locked(self) -> bool:
return self.mutex.locked() # type: ignore
class RedisSentinelBackend(RedisBackend):
"""A `Redis <http://redis.io/>`_ backend, using the
`redis-py <http://pypi.python.org/pypi/redis/>`_ driver.
This backend is to be used when using
`Redis Sentinel <https://redis.io/docs/management/sentinel/>`_.
.. versionadded:: 1.0.0
Example configuration::
from dogpile.cache import make_region
region = make_region().configure(
'dogpile.cache.redis_sentinel',
arguments = {
'sentinels': [
['redis_sentinel_1', 26379],
['redis_sentinel_2', 26379]
],
'db': 0,
'redis_expiration_time': 60*60*2, # 2 hours
'distributed_lock': True,
'thread_local_lock': False
}
)
Arguments accepted in the arguments dictionary:
:param username: string, default is no username.
.. versionadded:: 1.3.1
:param password: string, default is no password.
:param db: integer, default is ``0``.
:param redis_expiration_time: integer, number of seconds after setting
a value that Redis should expire it. This should be larger than dogpile's
cache expiration. By default no expiration is set.
:param distributed_lock: boolean, when True, will use a
redis-lock as the dogpile lock. Use this when multiple processes will be
talking to the same redis instance. When False, dogpile will
coordinate on a regular threading mutex, Default is True.
:param lock_timeout: integer, number of seconds after acquiring a lock that
Redis should expire it. This argument is only valid when
``distributed_lock`` is ``True``.
:param socket_timeout: float, seconds for socket timeout.
Default is None (no timeout).
.. versionadded:: 1.3.2
:param socket_connect_timeout: float, seconds for socket connection
timeout. Default is None (no timeout).
.. versionadded:: 1.3.2
:param socket_keepalive: boolean, when True, socket keepalive is enabled
Default is False.
.. versionadded:: 1.3.2
:param socket_keepalive_options: dict, socket keepalive options.
Default is {} (no options).
:param sentinels: is a list of sentinel nodes. Each node is represented by
a pair (hostname, port).
Default is None (not in sentinel mode).
:param service_name: str, the service name.
Default is 'mymaster'.
:param sentinel_kwargs: is a dictionary of connection arguments used when
connecting to sentinel instances. Any argument that can be passed to
a normal Redis connection can be specified here.
Default is {}.
:param connection_kwargs: dict, additional keyword arguments are passed
along to the
``StrictRedis.from_url()`` method or ``StrictRedis()`` constructor
directly, including parameters like ``ssl``, ``ssl_certfile``,
``charset``, etc.
:param lock_sleep: integer, number of seconds to sleep when failed to
acquire a lock. This argument is only valid when
``distributed_lock`` is ``True``.
:param thread_local_lock: bool, whether a thread-local Redis lock object
should be used. This is the default, but is not compatible with
asynchronous runners, as they run in a different thread than the one
used to create the lock.
"""
def __init__(self, arguments):
arguments = arguments.copy()
self.sentinels = arguments.pop("sentinels", None)
self.service_name = arguments.pop("service_name", "mymaster")
self.sentinel_kwargs = arguments.pop("sentinel_kwargs", {})
super().__init__(
arguments={
"distributed_lock": True,
"thread_local_lock": False,
**arguments,
}
)
def _imports(self):
# defer imports until backend is used
global redis
import redis.sentinel # noqa
def _create_client(self):
sentinel_kwargs = {}
sentinel_kwargs.update(self.sentinel_kwargs)
sentinel_kwargs.setdefault("username", self.username)
sentinel_kwargs.setdefault("password", self.password)
connection_kwargs = {}
connection_kwargs.update(self.connection_kwargs)
connection_kwargs.setdefault("username", self.username)
connection_kwargs.setdefault("password", self.password)
if self.db is not None:
connection_kwargs.setdefault("db", self.db)
sentinel_kwargs.setdefault("db", self.db)
if self.socket_timeout is not None:
connection_kwargs.setdefault("socket_timeout", self.socket_timeout)
if self.socket_connect_timeout is not None:
connection_kwargs.setdefault(
"socket_connect_timeout", self.socket_connect_timeout
)
if self.socket_keepalive:
connection_kwargs.setdefault("socket_keepalive", True)
if self.socket_keepalive_options is not None:
connection_kwargs.setdefault(
"socket_keepalive_options", self.socket_keepalive_options
)
sentinel = redis.sentinel.Sentinel(
self.sentinels,
sentinel_kwargs=sentinel_kwargs,
**connection_kwargs,
)
self.writer_client = sentinel.master_for(self.service_name)
self.reader_client = sentinel.slave_for(self.service_name)
class RedisClusterBackend(RedisBackend):
r"""A `Redis <http://redis.io/>`_ backend, using the
`redis-py <http://pypi.python.org/pypi/redis/>`_ driver.
This backend is to be used when connecting to a
`Redis Cluster <https://redis.io/docs/management/scaling/>`_ which
will use the
`RedisCluster Client
<https://redis.readthedocs.io/en/stable/connections.html#cluster-client>`_.
.. seealso::
`Clustering <https://redis.readthedocs.io/en/stable/clustering.html>`_
in the redis-py documentation.
Requires redis-py version >=4.1.0.
.. versionadded:: 1.3.2
Connecting to the cluster requires one of:
* Passing a list of startup nodes
* Passing only one node of the cluster, Redis will use automatic discovery
to find the other nodes.
Example configuration, using startup nodes::
from dogpile.cache import make_region
from redis.cluster import ClusterNode
region = make_region().configure(
'dogpile.cache.redis_cluster',
arguments = {
"startup_nodes": [
ClusterNode('localhost', 6379),
ClusterNode('localhost', 6378)
]
}
)
It is recommended to use startup nodes, so that connections will be
successful as at least one node will always be present. Connection
arguments such as password, username or
CA certificate may be passed using ``connection_kwargs``::
from dogpile.cache import make_region
from redis.cluster import ClusterNode
connection_kwargs = {
"username": "admin",
"password": "averystrongpassword",
"ssl": True,
"ssl_ca_certs": "redis.pem",
}
nodes = [
ClusterNode("localhost", 6379),
ClusterNode("localhost", 6380),
ClusterNode("localhost", 6381),
]
region = make_region().configure(
"dogpile.cache.redis_cluster",
arguments={
"startup_nodes": nodes,
"connection_kwargs": connection_kwargs,
},
)
Passing a URL to one node only will allow the driver to discover the whole
cluster automatically::
from dogpile.cache import make_region
region = make_region().configure(
'dogpile.cache.redis_cluster',
arguments = {
"url": "localhost:6379/0"
}
)
A caveat of the above approach is that if the single node targeting
is not available, this would prevent the connection from being successful.
Parameters accepted include:
:param startup_nodes: List of ClusterNode. The list of nodes in
the cluster that the client will try to connect to.
:param url: string. If provided, will override separate
host/password/port/db params. The format is that accepted by
``RedisCluster.from_url()``.
:param db: integer, default is ``0``.
:param redis_expiration_time: integer, number of seconds after setting
a value that Redis should expire it. This should be larger than dogpile's
cache expiration. By default no expiration is set.
:param distributed_lock: boolean, when True, will use a
redis-lock as the dogpile lock. Use this when multiple processes will be
talking to the same redis instance. When left at False, dogpile will
coordinate on a regular threading mutex.
:param lock_timeout: integer, number of seconds after acquiring a lock that
Redis should expire it. This argument is only valid when
``distributed_lock`` is ``True``.
:param socket_timeout: float, seconds for socket timeout.
Default is None (no timeout).
:param socket_connect_timeout: float, seconds for socket connection
timeout. Default is None (no timeout).
:param socket_keepalive: boolean, when True, socket keepalive is enabled
Default is False.
:param lock_sleep: integer, number of seconds to sleep when failed to
acquire a lock. This argument is only valid when
``distributed_lock`` is ``True``.
:param thread_local_lock: bool, whether a thread-local Redis lock object
should be used. This is the default, but is not compatible with
asynchronous runners, as they run in a different thread than the one
used to create the lock.
:param connection_kwargs: dict, additional keyword arguments are passed
along to the
``RedisCluster.from_url()`` method or ``RedisCluster()`` constructor
directly, including parameters like ``ssl``, ``ssl_certfile``,
``charset``, etc.
"""
def __init__(self, arguments):
arguments = arguments.copy()
self.startup_nodes = arguments.pop("startup_nodes", None)
super().__init__(arguments)
def _imports(self):
global redis
import redis.cluster
def _create_client(self):
redis_cluster: redis.cluster.RedisCluster[typing.Any]
if self.url is not None:
redis_cluster = redis.cluster.RedisCluster.from_url(
self.url, **self.connection_kwargs
)
else:
redis_cluster = redis.cluster.RedisCluster(
startup_nodes=self.startup_nodes,
**self.connection_kwargs,
)
self.writer_client = typing.cast(redis.Redis[bytes], redis_cluster)
self.reader_client = self.writer_client
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